jeffrey-ede Goto Github PK

adaptive-partial-stem

Adaptive partial scanning transmission electron electron microscopy with reinforcement learning

adaptive-scans

Adaptive partial scanning transmission electron electron microscopy with deep reinforcement learning

ai-cv-automation-elect-micr

Applications of deep learning, computer vision and automation to the electron microscopy of nanomaterials

alrc

Learning stabilization with adaptive learning rate clipping

atomic-force-microscopy

Programmes controlling aspects of an atomic force microscope

beanland-atlas

Automation of Dr Richard Beanland's Ultra-High Resolution Atlas Technique

cif-parsers

PDBx/mmCIF parsers implemented in Python & JavaScript, available under the MIT license.

cltem

OpenCL accelerated multislice simulation for electron microscopy. Fork of https://github.com/ADyson/clTEM with new front end and improved back end.

datasets

Visualization of electron microscopy datasets with deep learning

denoising-kernels-mlps-autoencoders

Denoising kernels, multilayer perceptrons and autoencoders for electron microscopy

dlss-stem

Deep learning supersampling for scanning transmission electron microscopy

electron-micrograph-denoiser

Deep neural network for low-dose electron micrograph denoising

electron-microscopy

example-tensorflow

Example training with TensorFlow

fpga

Red Pitaya FPGA programming

gradient-checkpointing

Make huge neural nets fit in memory

lock-in-amplifier-characterisation

Programs designed to analyse lock-in amplifier characterisation data.

machine-learning

Application of Machine Learning to Electron Microscopy

matlab

MATLAB Tools - Various useful functions we've put together for convenience

miscellaneous

Miscellaneous code

models

Models and examples built with TensorFlow

nfft

Lightweight non-uniform Fast Fourier Transform in Python

nn

one-shot

TEM phase recovery with deep learning

partial-stem

Partial scanning transmission electron microscopy with deep learning

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

relativisticgan

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

simple-webserver

Experimenting with webservers for neural network serving

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-xception

TensorFlow implementation of the Xception Model by François Chollet